Generative AI Engineer Jobs in New Jersey
Generative AI Engineer jobs in New Jersey are among the most active in the Northeast, concentrated in financial services, pharmaceuticals, and enterprise technology, with openings at every level from junior engineer through principal and staff roles. The largest hiring activity is in and around Jersey City, Princeton, and Newark, where established employers like Johnson & Johnson, Cognizant, and Prudential Financial maintain significant technology operations. Most in-demand specialties include large language model fine-tuning, retrieval-augmented generation pipelines, and AI platform engineering. Find a role that fits below and apply directly.
Find Generative AI Engineer JobsOverview
Showing 5 of 7+ Generative AI Engineer jobs
About the role
Invonto is a technology company focused on digital transformation, AI, product innovation, and custom software development. We work with organizations to build and improve real-world digital products, from business applications to cloud-based platforms.
We’re looking for an experienced Generative AI Engineer who can turn emerging AI capabilities into practical applications and business solutions.
You’ll work on real-world projects involving large language models, AI-powered applications, intelligent automation, and enterprise integrations. This role is well suited for an engineer who enjoys both exploring new AI technologies and building reliable software around them.
What You’ll Do
- Design and develop AI-powered applications and solutions using generative AI and large language models
- Build custom AI solutions using self-hosted LLM as well as frontier models
- Develop AI capabilities including conversational assistants, intelligent search, document processing, summarization, content generation, and workflow automation
- Design and implement RAG solutions, embeddings, vector search, and AI-powered knowledge systems
- Develop and integrate AI agents and agentic workflows where appropriate
- Integrate AI capabilities with enterprise applications, APIs, databases, and business systems
- Design and evaluate prompts, model configurations, AI workflows, and responses
- Evaluate AI applications for accuracy, reliability, performance, and cost
- Develop prototypes and proof-of-concepts and help move successful solutions into production
- Work with structured and unstructured data to support AI applications
- Collaborate with developers, designers, project managers, and business stakeholders to translate business needs into practical AI solutions
- Contribute to technical architecture and implementation decisions
- Stay current with rapidly evolving AI models, tools, frameworks, and development practices
- Apply responsible AI practices with attention to data privacy, security, accuracy, and appropriate human oversight
What We’re Looking For
- 3+ years of professional software development, AI engineering, or related experience
- Hands-on experience building applications using Generative AI and large language models
- Strong programming experience with Python and/or JavaScript/TypeScript
- Strong understanding of LLMs, prompt engineering, embeddings, vector databases, and RAG
- Experience building REST APIs
- Experience working with databases and structured and unstructured data
- Experience integrating AI capabilities into applications or business workflows
- Understanding of software development lifecycle and engineering best practices
- Ability to evaluate AI-generated results and troubleshoot issues involving accuracy, reliability, latency, and cost
- Strong problem-solving and analytical skills
- Ability to communicate effectively with both technical and non-technical team members
- Ability to work independently as well as collaboratively
- Curiosity and willingness to continuously learn as AI technologies evolve
- Bachelor’s degree in Computer Science, Engineering, AI/ML, or a related field from a U.S. college or university
Nice to Have
Experience with:
- AI agents and agentic workflows
- LangChain, LangGraph, Semantic Kernel, or similar AI frameworks
- Vector databases such as PGVector and Pinecone
- AI evaluation and testing frameworks
- Fine-tuning or adapting AI models
- Multimodal AI, computer vision, or speech technologies
- AWS and/or Azure
- Docker and modern cloud development
- GitHub Copilot, Claude, Cursor, or other AI-assisted development tools
- Enterprise application integration
- CI/CD and DevOps practices
What We Offer
- 85,000–110,000 salary
- Health benefits
- Paid time off
- Flexible work environment
- Opportunity to work on real-world AI and digital transformation projects
- Exposure to emerging AI models, tools, frameworks, and cloud technologies
- Opportunities to work across different industries and business problems
- A collaborative environment with opportunities to learn and grow
Important Employment Information
This is a direct-hire position. We do not accept agency, C2C, or third-party submissions.
Candidates must be residing in the USA. Candidates must be U.S. Citizen or Permanent Resident. We are unable to provide visa sponsorship or accept OPT candidates for this position.
If you’re excited about AI, enjoy turning emerging technology into practical solutions, and want to work on applications that solve real business problems, we’d love to hear from you.
Apply today to join the Invonto team.
Job Type: Full-time
Pay: $85,000.00 - $110,000.00 per year
Benefits:
- Flexible schedule
- Health insurance
- Paid time off
- Tuition reimbursement
Application Question(s):
- Are you a US Citizen or Permanent Resident, as required for this role?
Experience:
- Python Flask: 2 years (Required)
- Dataset preparation: 3 years (Required)
- Python: 5 years (Required)
- API Development: 2 years (Required)
- AI development: 5 years (Required)
- Generative AI: 2 years (Required)
- PyTorch: 2 years (Preferred)
Work Location: Hybrid remote in Bridgewater, NJ 08807
See All 7 Generative AI Engineer Jobs in New Jersey
Find roles in New Jersey that match your experience and apply in just a few clicks.
Find Generative AI Engineer JobsGenerative AI Engineer Jobs by City in New Jersey
Where New Jersey roles are concentrated, by current openings.
Generative AI Engineer Job Market in New Jersey
A snapshot from current New Jersey openings, updated as new roles post.
Who's Hiring
Top Industries Hiring
- Technology & Software
- Consulting & Professional Services
What New Jersey Employers Look For
The qualifications that appear most often in generative AI engineer jobs across New Jersey.
- Bachelor's or master's degree in computer science, machine learning, or a related engineering field
- Hands-on experience building or fine-tuning large language models using frameworks like PyTorch or TensorFlow
- Proficiency in Python and familiarity with ML libraries such as Hugging Face Transformers or LangChain
- Experience deploying generative AI models in cloud environments such as AWS, Azure, or Google Cloud
- Understanding of prompt engineering, retrieval-augmented generation, and vector database integration
- Strong communication skills for collaborating with cross-functional product and data science teams
Generative AI Engineer Jobs in New Jersey: Frequently Asked Questions
How do you become a generative ai engineer in New Jersey?
Generative AI engineering in New Jersey has no state-issued license or registration requirement, so the path is credential and experience driven. Most New Jersey employers expect at minimum a bachelor's degree in computer science, data science, or a related field, with a master's degree preferred for mid-to-senior roles, particularly in pharma and financial services. Building a portfolio of demonstrable projects involving language models, RAG systems, or AI pipelines, and earning cloud certifications from AWS or Google, strengthens a candidacy significantly in this market.
How much do generative AI engineers make in New Jersey?
Generative AI engineers in New Jersey earn a median of about $135,940 a year, based on May 2025 Bureau of Labor Statistics wage data, ranging from around $84,880 for the lowest 10% to over $207,200 for the top 10%. Pay rises with experience, specialty, and employer.
Which companies hire generative ai engineers in New Jersey?
Employers hiring generative ai engineers in New Jersey right now include JPMorganChase, Verisk, and INVONTO, based on current listings on Migrate Mate as of November 2026. New Jersey's concentration of Fortune 500 pharmaceutical, financial services, and management consulting firms means demand is particularly consistent across the Princeton Corridor and Jersey City's financial district.
Which New Jersey cities have the most generative ai engineer jobs?
Jersey City and Bridgewater account for the largest share of generative ai engineer openings in New Jersey. Jersey City's density of financial technology and banking operations drives volume there, while Princeton and its surrounding corridor attract roles tied to pharmaceutical R&D and enterprise AI platforms hosted by global companies with campuses in central New Jersey.
Are there remote generative ai engineer jobs in New Jersey?
Yes, and more than most fields. About 100% of generative ai engineer openings tied to New Jersey are remote or hybrid as of November 2026, reflecting the desk-based and cloud-centric nature of the work. The most remote-friendly sub-areas are model evaluation, prompt engineering, and AI application development, where collaboration happens primarily through code repositories and virtual tooling rather than on-site infrastructure.
How can I get hired as a generative ai engineer in New Jersey with little or no experience?
The most realistic entry path is through a machine learning engineer or data scientist role at a New Jersey employer that has begun integrating generative AI into its stack, since those teams often transition internal candidates into dedicated AI roles as projects scale. Large New Jersey employers in pharma and financial services, including firms headquartered along the Route 1 corridor, regularly recruit new graduates into AI or data engineering rotational programs. Building and publishing a public portfolio of LLM or RAG projects, combined with a cloud associate certification, gives entry-level candidates a concrete edge in screening.
Where can I find and apply to generative ai engineer jobs in New Jersey?
You can find and apply to generative ai engineer jobs in New Jersey on Migrate Mate, which lists current openings across the state. Search the listings to find roles that match your experience and specialization, then apply directly to the ones that fit.
See All 7 Generative AI Engineer Jobs in New Jersey
Find roles in New Jersey that match your experience and apply in just a few clicks.
Find Generative AI Engineer Jobs